Sliding Window or Patch Processing Technique

1) Dataset:

2) Papers:

Paper List:

Reading List:

To-do List:

Unfilter:

• Non Maximum Suppresion (NMS): 

  • Used to filter those BBoxes that badly predict the same object.

  • Only retain the candidate BBoxes with higher response. 

• Greedy NMS [19]:

  • Added classification confidence score in R-CNN as a reference.

• Soft NMS [1]: 

  • Add IoU score to consider the problem of the occlusion of an object (cause the degradation of confidence score). 

• DIoU NMS [99]: 

  • Add the center point distance to the BBox screening process. 

3) References: